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domain adaptation

4595 papers

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DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

Cross-Domain Sentiment Classification using Semantic Representation EMNLP 2022
BARLE: Background-Aware Representation Learning for Background Shift Out-of-Distribution Detection EMNLP 2022
Transformers-Based Approach for a Sustainability Term-Based Sentiment Analysis (STBSA) EMNLP 2022
Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature EMNLP 2022
Cross-domain Generalization for AMR Parsing EMNLP 2022
CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision EMNLP 2022
Text Simplification for Legal Domain: Insights and Challenges EMNLP 2022
Improving Dialogue Act Recognition with Augmented Data EMNLP 2022
Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions EMNLP 2022
Unsupervised Domain Adaptation for Joint Information Extraction EMNLP 2022
Improving POS Tagging for Arabic Dialects on Out-of-Domain Texts EMNLP 2022
DDOS: A MOS Prediction Framework utilizing Domain Adaptive Pre-training and Distribution of Opinion Scores INTERSPEECH 2022
DATA: Domain-Aware and Task-Aware Self-Supervised Learning CVPR 2022
Safe Self-Refinement for Transformer-Based Domain Adaptation CVPR 2022
Analyzing Language-Independent Speaker Anonymization Framework under Unseen Conditions INTERSPEECH 2022
DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children’s ASR INTERSPEECH 2022
Reducing Domain mismatch in Self-supervised speech pre-training INTERSPEECH 2022
Face2Exp: Combating Data Biases for Facial Expression Recognition CVPR 2022
Weakly Supervised Object Localization As Domain Adaption CVPR 2022
Robust Egocentric Photo-Realistic Facial Expression Transfer for Virtual Reality CVPR 2022
Unsupervised Image-to-Image Translation With Generative Prior CVPR 2022
Privacy-Preserving Online AutoML for Domain-Specific Face Detection CVPR 2022
Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment CVPR 2022
Equivariance Allows Handling Multiple Nuisance Variables When Analyzing Pooled Neuroimaging Datasets CVPR 2022
SimVQA: Exploring Simulated Environments for Visual Question Answering CVPR 2022